Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | accuracy | roc_auc | boyce_cont | brier_class | tss_max |
|---|---|---|---|---|---|
| rf | 0.8301887 | 0.8742063 | 0.8589787 | 0.1334941 | 0.5952381 |
| bt | 0.8113208 | 0.8654762 | 0.9027293 | 0.1390256 | 0.6063492 |
| maxnet | 0.8207547 | 0.8769841 | 0.7863620 | 0.1447112 | 0.7174603 |
| gam | 0.7358491 | 0.8174603 | 0.7543237 | 0.1652348 | 0.5738095 |
| glm | 0.7641509 | 0.7702381 | 0.4854962 | 0.1827992 | 0.5222222 |